{"id":"W2904539019","doi":"10.1038/s41372-018-0296-3","title":"The complexity of physicians’ understanding and management of prognostic uncertainty in neonatal hypoxic-ischemic encephalopathy","year":2018,"lang":"en","type":"article","venue":"Journal of Perinatology","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre; Université de Montréal; Montreal Clinical Research Institute","funders":"Social Sciences and Humanities Research Council of Canada; Kids Brain Health Network; Hort Innovation","keywords":"Medicine; Hypoxic Ischemic Encephalopathy; Etiology; Thematic analysis; Intensive care medicine; Encephalopathy; Hypothermia; Pediatrics; Psychiatry; Qualitative research; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04173531,0.0005127173,0.001291568,0.003147843,0.004597244,0.008688647,0.002735563,0.004467167,0.002312357],"category_scores_gemma":[0.2489282,0.0008673184,0.0008324177,0.001347922,0.005500829,0.009341163,0.006353376,0.01139129,0.000329723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006636616,"about_ca_system_score_gemma":0.01631427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01660026,"about_ca_topic_score_gemma":0.01827149,"domain_scores_codex":[0.9580528,0.02902544,0.004160438,0.00158304,0.005306636,0.00187169],"domain_scores_gemma":[0.8391181,0.1285762,0.01090966,0.002512556,0.01331537,0.005568156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005482867,0.0006450373,0.2115417,0.001869865,0.0008556055,0.01792025,0.1223234,0.01708763,0.001084891,0.06598842,0.09421786,0.4659171],"study_design_scores_gemma":[0.0002092092,0.0005364335,0.1211779,0.01260909,0.0004837308,0.02827238,0.1757771,0.05510654,0.002164424,0.5052067,0.09743139,0.001025092],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1833948,0.03060365,0.02780196,0.7350072,0.002056546,0.0001550012,0.0002973621,0.0001309392,0.02055259],"genre_scores_gemma":[0.9550228,0.00938841,0.01836851,0.01436198,0.002312384,0.00009518029,0.0001034669,0.00004648748,0.0003007352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04173531,"threshold_uncertainty_score":0.2207201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04616439978296798,"score_gpt":0.2903644200019499,"score_spread":0.2442000202189819,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}